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samples: Added beta samples for video object tracking/text detection (#…
…1237) * Added beta samples for video object tracking/text detection * Update style, fix a few test issues we missed, increase timeouts * Updates based on review * Shorten timeouts, break out of test
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video/src/main/java/com/example/video/TextDetection.java
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/* | ||
* Copyright 2018 Google LLC | ||
* | ||
* Licensed under the Apache License, Version 2.0 (the "License"); | ||
* you may not use this file except in compliance with the License. | ||
* You may obtain a copy of the License at | ||
* | ||
* http://www.apache.org/licenses/LICENSE-2.0 | ||
* | ||
* Unless required by applicable law or agreed to in writing, software | ||
* distributed under the License is distributed on an "AS IS" BASIS, | ||
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. | ||
* See the License for the specific language governing permissions and | ||
* limitations under the License. | ||
*/ | ||
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package com.example.video; | ||
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import com.google.api.gax.longrunning.OperationFuture; | ||
import com.google.cloud.videointelligence.v1p2beta1.AnnotateVideoProgress; | ||
import com.google.cloud.videointelligence.v1p2beta1.AnnotateVideoRequest; | ||
import com.google.cloud.videointelligence.v1p2beta1.AnnotateVideoResponse; | ||
import com.google.cloud.videointelligence.v1p2beta1.Feature; | ||
import com.google.cloud.videointelligence.v1p2beta1.NormalizedVertex; | ||
import com.google.cloud.videointelligence.v1p2beta1.TextAnnotation; | ||
import com.google.cloud.videointelligence.v1p2beta1.TextFrame; | ||
import com.google.cloud.videointelligence.v1p2beta1.TextSegment; | ||
import com.google.cloud.videointelligence.v1p2beta1.VideoAnnotationResults; | ||
import com.google.cloud.videointelligence.v1p2beta1.VideoIntelligenceServiceClient; | ||
import com.google.cloud.videointelligence.v1p2beta1.VideoSegment; | ||
import com.google.protobuf.ByteString; | ||
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import com.google.protobuf.Duration; | ||
import java.nio.file.Files; | ||
import java.nio.file.Path; | ||
import java.nio.file.Paths; | ||
import java.util.List; | ||
import java.util.concurrent.TimeUnit; | ||
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public class TextDetection { | ||
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// [START video_detect_text_beta] | ||
/** | ||
* Detect text in a video. | ||
* | ||
* @param filePath the path to the video file to analyze. | ||
*/ | ||
public static VideoAnnotationResults detectText(String filePath) throws Exception { | ||
try (VideoIntelligenceServiceClient client = VideoIntelligenceServiceClient.create()) { | ||
// Read file | ||
Path path = Paths.get(filePath); | ||
byte[] data = Files.readAllBytes(path); | ||
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// Create the request | ||
AnnotateVideoRequest request = AnnotateVideoRequest.newBuilder() | ||
.setInputContent(ByteString.copyFrom(data)) | ||
.addFeatures(Feature.TEXT_DETECTION) | ||
.build(); | ||
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// asynchronously perform object tracking on videos | ||
OperationFuture<AnnotateVideoResponse, AnnotateVideoProgress> future = | ||
client.annotateVideoAsync(request); | ||
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System.out.println("Waiting for operation to complete..."); | ||
// The first result is retrieved because a single video was processed. | ||
AnnotateVideoResponse response = future.get(300, TimeUnit.SECONDS); | ||
VideoAnnotationResults results = response.getAnnotationResults(0); | ||
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// Get only the first annotation for demo purposes. | ||
TextAnnotation annotation = results.getTextAnnotations(0); | ||
System.out.println("Text: " + annotation.getText()); | ||
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// Get the first text segment. | ||
TextSegment textSegment = annotation.getSegments(0); | ||
System.out.println("Confidence: " + textSegment.getConfidence()); | ||
// For the text segment display it's time offset | ||
VideoSegment videoSegment = textSegment.getSegment(); | ||
Duration startTimeOffset = videoSegment.getStartTimeOffset(); | ||
Duration endTimeOffset = videoSegment.getEndTimeOffset(); | ||
// Display the offset times in seconds, 1e9 is part of the formula to convert nanos to seconds | ||
System.out.println(String.format("Start time: %.2f", | ||
startTimeOffset.getSeconds() + startTimeOffset.getNanos() / 1e9)); | ||
System.out.println(String.format("End time: %.2f", | ||
endTimeOffset.getSeconds() + endTimeOffset.getNanos() / 1e9)); | ||
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// Show the first result for the first frame in the segment. | ||
TextFrame textFrame = textSegment.getFrames(0); | ||
Duration timeOffset = textFrame.getTimeOffset(); | ||
System.out.println(String.format("Time offset for the first frame: %.2f", | ||
timeOffset.getSeconds() + timeOffset.getNanos() / 1e9)); | ||
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// Display the rotated bounding box for where the text is on the frame. | ||
System.out.println("Rotated Bounding Box Vertices:"); | ||
List<NormalizedVertex> vertices = textFrame.getRotatedBoundingBox().getVerticesList(); | ||
for (NormalizedVertex normalizedVertex : vertices) { | ||
System.out.println(String.format( | ||
"\tVertex.x: %.2f, Vertex.y: %.2f", | ||
normalizedVertex.getX(), | ||
normalizedVertex.getY())); | ||
} | ||
return results; | ||
} | ||
} | ||
// [END video_detect_text_beta] | ||
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// [START video_detect_text_gcs_beta] | ||
/** | ||
* Detect Text in a video. | ||
* | ||
* @param gcsUri the path to the video file to analyze. | ||
*/ | ||
public static VideoAnnotationResults detectTextGcs(String gcsUri) throws Exception { | ||
try (VideoIntelligenceServiceClient client = VideoIntelligenceServiceClient.create()) { | ||
// Create the request | ||
AnnotateVideoRequest request = AnnotateVideoRequest.newBuilder() | ||
.setInputUri(gcsUri) | ||
.addFeatures(Feature.TEXT_DETECTION) | ||
.build(); | ||
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// asynchronously perform object tracking on videos | ||
OperationFuture<AnnotateVideoResponse, AnnotateVideoProgress> future = | ||
client.annotateVideoAsync(request); | ||
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System.out.println("Waiting for operation to complete..."); | ||
// The first result is retrieved because a single video was processed. | ||
AnnotateVideoResponse response = future.get(300, TimeUnit.SECONDS); | ||
VideoAnnotationResults results = response.getAnnotationResults(0); | ||
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// Get only the first annotation for demo purposes. | ||
TextAnnotation annotation = results.getTextAnnotations(0); | ||
System.out.println("Text: " + annotation.getText()); | ||
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// Get the first text segment. | ||
TextSegment textSegment = annotation.getSegments(0); | ||
System.out.println("Confidence: " + textSegment.getConfidence()); | ||
// For the text segment display it's time offset | ||
VideoSegment videoSegment = textSegment.getSegment(); | ||
Duration startTimeOffset = videoSegment.getStartTimeOffset(); | ||
Duration endTimeOffset = videoSegment.getEndTimeOffset(); | ||
// Display the offset times in seconds, 1e9 is part of the formula to convert nanos to seconds | ||
System.out.println(String.format("Start time: %.2f", | ||
startTimeOffset.getSeconds() + startTimeOffset.getNanos() / 1e9)); | ||
System.out.println(String.format("End time: %.2f", | ||
endTimeOffset.getSeconds() + endTimeOffset.getNanos() / 1e9)); | ||
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// Show the first result for the first frame in the segment. | ||
TextFrame textFrame = textSegment.getFrames(0); | ||
Duration timeOffset = textFrame.getTimeOffset(); | ||
System.out.println(String.format("Time offset for the first frame: %.2f", | ||
timeOffset.getSeconds() + timeOffset.getNanos() / 1e9)); | ||
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// Display the rotated bounding box for where the text is on the frame. | ||
System.out.println("Rotated Bounding Box Vertices:"); | ||
List<NormalizedVertex> vertices = textFrame.getRotatedBoundingBox().getVerticesList(); | ||
for (NormalizedVertex normalizedVertex : vertices) { | ||
System.out.println(String.format( | ||
"\tVertex.x: %.2f, Vertex.y: %.2f", | ||
normalizedVertex.getX(), | ||
normalizedVertex.getY())); | ||
} | ||
return results; | ||
} | ||
} | ||
// [END video_detect_text_gcs_beta] | ||
} |
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175
video/src/main/java/com/example/video/TrackObjects.java
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/* | ||
* Copyright 2018 Google LLC | ||
* | ||
* Licensed under the Apache License, Version 2.0 (the "License"); | ||
* you may not use this file except in compliance with the License. | ||
* You may obtain a copy of the License at | ||
* | ||
* http://www.apache.org/licenses/LICENSE-2.0 | ||
* | ||
* Unless required by applicable law or agreed to in writing, software | ||
* distributed under the License is distributed on an "AS IS" BASIS, | ||
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. | ||
* See the License for the specific language governing permissions and | ||
* limitations under the License. | ||
*/ | ||
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package com.example.video; | ||
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import com.google.api.gax.longrunning.OperationFuture; | ||
import com.google.cloud.videointelligence.v1p2beta1.AnnotateVideoProgress; | ||
import com.google.cloud.videointelligence.v1p2beta1.AnnotateVideoRequest; | ||
import com.google.cloud.videointelligence.v1p2beta1.AnnotateVideoResponse; | ||
import com.google.cloud.videointelligence.v1p2beta1.Entity; | ||
import com.google.cloud.videointelligence.v1p2beta1.Feature; | ||
import com.google.cloud.videointelligence.v1p2beta1.NormalizedBoundingBox; | ||
import com.google.cloud.videointelligence.v1p2beta1.ObjectTrackingAnnotation; | ||
import com.google.cloud.videointelligence.v1p2beta1.ObjectTrackingFrame; | ||
import com.google.cloud.videointelligence.v1p2beta1.VideoAnnotationResults; | ||
import com.google.cloud.videointelligence.v1p2beta1.VideoIntelligenceServiceClient; | ||
import com.google.cloud.videointelligence.v1p2beta1.VideoSegment; | ||
import com.google.protobuf.ByteString; | ||
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import com.google.protobuf.Duration; | ||
import java.nio.file.Files; | ||
import java.nio.file.Path; | ||
import java.nio.file.Paths; | ||
import java.util.concurrent.TimeUnit; | ||
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public class TrackObjects { | ||
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// [START video_object_tracking_beta] | ||
/** | ||
* Track objects in a video. | ||
* | ||
* @param filePath the path to the video file to analyze. | ||
*/ | ||
public static VideoAnnotationResults trackObjects(String filePath) throws Exception { | ||
try (VideoIntelligenceServiceClient client = VideoIntelligenceServiceClient.create()) { | ||
// Read file | ||
Path path = Paths.get(filePath); | ||
byte[] data = Files.readAllBytes(path); | ||
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// Create the request | ||
AnnotateVideoRequest request = AnnotateVideoRequest.newBuilder() | ||
.setInputContent(ByteString.copyFrom(data)) | ||
.addFeatures(Feature.OBJECT_TRACKING) | ||
.setLocationId("us-east1") | ||
.build(); | ||
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// asynchronously perform object tracking on videos | ||
OperationFuture<AnnotateVideoResponse, AnnotateVideoProgress> future = | ||
client.annotateVideoAsync(request); | ||
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System.out.println("Waiting for operation to complete..."); | ||
// The first result is retrieved because a single video was processed. | ||
AnnotateVideoResponse response = future.get(300, TimeUnit.SECONDS); | ||
VideoAnnotationResults results = response.getAnnotationResults(0); | ||
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// Get only the first annotation for demo purposes. | ||
ObjectTrackingAnnotation annotation = results.getObjectAnnotations(0); | ||
System.out.println("Confidence: " + annotation.getConfidence()); | ||
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if (annotation.hasEntity()) { | ||
Entity entity = annotation.getEntity(); | ||
System.out.println("Entity description: " + entity.getDescription()); | ||
System.out.println("Entity id:: " + entity.getEntityId()); | ||
} | ||
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if (annotation.hasSegment()) { | ||
VideoSegment videoSegment = annotation.getSegment(); | ||
Duration startTimeOffset = videoSegment.getStartTimeOffset(); | ||
Duration endTimeOffset = videoSegment.getEndTimeOffset(); | ||
// Display the segment time in seconds, 1e9 converts nanos to seconds | ||
System.out.println(String.format( | ||
"Segment: %.2fs to %.2fs", | ||
startTimeOffset.getSeconds() + startTimeOffset.getNanos() / 1e9, | ||
endTimeOffset.getSeconds() + endTimeOffset.getNanos() / 1e9)); | ||
} | ||
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// Here we print only the bounding box of the first frame in this segment. | ||
ObjectTrackingFrame frame = annotation.getFrames(0); | ||
// Display the offset time in seconds, 1e9 converts nanos to seconds | ||
Duration timeOffset = frame.getTimeOffset(); | ||
System.out.println(String.format( | ||
"Time offset of the first frame: %.2fs", | ||
timeOffset.getSeconds() + timeOffset.getNanos() / 1e9)); | ||
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// Display the bounding box of the detected object | ||
NormalizedBoundingBox normalizedBoundingBox = frame.getNormalizedBoundingBox(); | ||
System.out.println("Bounding box position:"); | ||
System.out.println("\tleft: " + normalizedBoundingBox.getLeft()); | ||
System.out.println("\ttop: " + normalizedBoundingBox.getTop()); | ||
System.out.println("\tright: " + normalizedBoundingBox.getRight()); | ||
System.out.println("\tbottom: " + normalizedBoundingBox.getBottom()); | ||
return results; | ||
} | ||
} | ||
// [END video_object_tracking_beta] | ||
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// [START video_object_tracking_gcs_beta] | ||
/** | ||
* Track objects in a video. | ||
* | ||
* @param gcsUri the path to the video file to analyze. | ||
*/ | ||
public static VideoAnnotationResults trackObjectsGcs(String gcsUri) throws Exception { | ||
try (VideoIntelligenceServiceClient client = VideoIntelligenceServiceClient.create()) { | ||
// Create the request | ||
AnnotateVideoRequest request = AnnotateVideoRequest.newBuilder() | ||
.setInputUri(gcsUri) | ||
.addFeatures(Feature.OBJECT_TRACKING) | ||
.setLocationId("us-east1") | ||
.build(); | ||
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// asynchronously perform object tracking on videos | ||
OperationFuture<AnnotateVideoResponse, AnnotateVideoProgress> future = | ||
client.annotateVideoAsync(request); | ||
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System.out.println("Waiting for operation to complete..."); | ||
// The first result is retrieved because a single video was processed. | ||
AnnotateVideoResponse response = future.get(300, TimeUnit.SECONDS); | ||
VideoAnnotationResults results = response.getAnnotationResults(0); | ||
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// Get only the first annotation for demo purposes. | ||
ObjectTrackingAnnotation annotation = results.getObjectAnnotations(0); | ||
System.out.println("Confidence: " + annotation.getConfidence()); | ||
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if (annotation.hasEntity()) { | ||
Entity entity = annotation.getEntity(); | ||
System.out.println("Entity description: " + entity.getDescription()); | ||
System.out.println("Entity id:: " + entity.getEntityId()); | ||
} | ||
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if (annotation.hasSegment()) { | ||
VideoSegment videoSegment = annotation.getSegment(); | ||
Duration startTimeOffset = videoSegment.getStartTimeOffset(); | ||
Duration endTimeOffset = videoSegment.getEndTimeOffset(); | ||
// Display the segment time in seconds, 1e9 converts nanos to seconds | ||
System.out.println(String.format( | ||
"Segment: %.2fs to %.2fs", | ||
startTimeOffset.getSeconds() + startTimeOffset.getNanos() / 1e9, | ||
endTimeOffset.getSeconds() + endTimeOffset.getNanos() / 1e9)); | ||
} | ||
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// Here we print only the bounding box of the first frame in this segment. | ||
ObjectTrackingFrame frame = annotation.getFrames(0); | ||
// Display the offset time in seconds, 1e9 converts nanos to seconds | ||
Duration timeOffset = frame.getTimeOffset(); | ||
System.out.println(String.format( | ||
"Time offset of the first frame: %.2fs", | ||
timeOffset.getSeconds() + timeOffset.getNanos() / 1e9)); | ||
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// Display the bounding box of the detected object | ||
NormalizedBoundingBox normalizedBoundingBox = frame.getNormalizedBoundingBox(); | ||
System.out.println("Bounding box position:"); | ||
System.out.println("\tleft: " + normalizedBoundingBox.getLeft()); | ||
System.out.println("\ttop: " + normalizedBoundingBox.getTop()); | ||
System.out.println("\tright: " + normalizedBoundingBox.getRight()); | ||
System.out.println("\tbottom: " + normalizedBoundingBox.getBottom()); | ||
return results; | ||
} | ||
} | ||
// [END video_object_tracking_gcs_beta] | ||
} | ||
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